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Bibliographic Details
Main Authors:	Shi, Chengshuai, Li, Wenzhe, Liang, Xinran, Lu, Yizhou, Yang, Wenjia, Feng, Ruirong, Karten, Seth, Yang, Ziran, Ding, Zihan, Sarch, Gabriel, Chen, Danqi, Narasimhan, Karthik, Jin, Chi
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence Computation and Language
Online Access:	https://arxiv.org/abs/2605.00347
Tags:	Add Tag No Tags, Be the first to tag this record!

Continual Harness: Online Adaptation for Self-Improving Foundation Agents
by: Karten, Seth, et al.
Published: (2026)

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra
by: Karten, Seth, et al.
Published: (2025)

Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces
by: Karten, Seth, et al.
Published: (2026)

Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting
by: Chen, Howard, et al.
Published: (2025)

Automatic Generation of High-Performance RL Environments
by: Karten, Seth, et al.
Published: (2026)

PokéChamp: an Expert-level Minimax Language Agent
by: Karten, Seth, et al.
Published: (2025)

Vero: An Open RL Recipe for General Visual Reasoning
by: Sarch, Gabriel, et al.
Published: (2026)

Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in VLMs Across Disjoint Frames
by: Ravi, Sahithya, et al.
Published: (2025)

Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models
by: Shi, Chengshuai, et al.
Published: (2024)

The Finite Primitive Basis Theorem for Computational Imaging: Formal Foundations of the OperatorGraph Representation
by: Yang, Chengshuai
Published: (2026)

A Judge Agent Closes the Reliability Gap in AI-Generated Scientific Simulation
by: Yang, Chengshuai
Published: (2026)

Designing Any Imaging System from Natural Language: Agent-Constrained Composition over a Finite Primitive Basis
by: Yang, Chengshuai
Published: (2026)

Odysseus and the Cult of Apollo at Delos
by: Jim Marks
Published: (2016)

GameDevBench: Evaluating Agentic Capabilities Through Game Development
by: Chi, Wayne, et al.
Published: (2026)

Cultivating Game Sense for Yourself: Making VLMs Gaming Experts
by: Lu, Wenxuan, et al.
Published: (2025)

Autonomous Decision Making for UAV Cooperative Pursuit-Evasion Game with Reinforcement Learning
by: Zhao, Yang, et al.
Published: (2024)

Game-Theoretic Multiagent Reinforcement Learning
by: Yang, Yaodong, et al.
Published: (2020)

VLMs Guided Interpretable Decision Making for Autonomous Driving
by: Hu, Xin, et al.
Published: (2025)

LLMs are Superior Feedback Providers: Bootstrapping Reasoning for Lie Detection with Self-Generated Feedback
by: Banerjee, Tanushree, et al.
Published: (2024)

Eleven Primitives and Three Gates: The Universal Structure of Computational Imaging
by: Yang, Chengshuai, et al.
Published: (2026)

InverseNet: Benchmarking Operator Mismatch and Calibration Across Compressive Imaging Modalities
by: Yang, Chengshuai, et al.
Published: (2026)

LLMs for High-Frequency Decision-Making: Normalized Action Reward-Guided Consistency Policy Optimization
by: Zhao, Yang, et al.
Published: (2026)

Scaling Laws for Imitation Learning in Single-Agent Games
by: Tuyls, Jens, et al.
Published: (2023)

Efficient Prompt Optimization Through the Lens of Best Arm Identification
by: Shi, Chengshuai, et al.
Published: (2024)

SPARKLE: A Nonparametric Approach for Online Decision-Making with High-Dimensional Covariates
by: Wang, Wenjia, et al.
Published: (2025)

Grounded Reinforcement Learning for Visual Reasoning
by: Sarch, Gabriel, et al.
Published: (2025)

VideoGameBench: Can Vision-Language Models complete popular video games?
by: Zhang, Alex L., et al.
Published: (2025)

Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games
by: Ge, Jiawei, et al.
Published: (2024)

Entropy, Thermodynamics and the Geometrization of the Language Model
by: Yang, Wenzhe
Published: (2024)

Hierarchical Decision-Making in Population Games
by: Chen, Yu-Wen, et al.
Published: (2025)

Morphology-Aware Graph Reinforcement Learning for Tensegrity Robot Locomotion
by: Zhang, Chi, et al.
Published: (2025)

AMONGAGENTS: Evaluating Large Language Models in the Interactive Text-Based Social Deduction Game
by: Chi, Yizhou, et al.
Published: (2024)

Reinforcement Learning in High-frequency Market Making
by: Zheng, Yuheng, et al.
Published: (2024)

Understanding the Effects of AI-Assisted Critical Thinking on Human-AI Decision Making
by: Tian, Harry Yizhou, et al.
Published: (2026)

HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models
by: Sarch, Gabriel, et al.
Published: (2024)

Code as Reward: Empowering Reinforcement Learning with VLMs
by: Venuto, David, et al.
Published: (2024)

A Multi-Resolution Dynamic Game Framework for Cross-Echelon Decision-Making in Cyber Warfare
by: Yang, Ya-Ting, et al.
Published: (2025)

Odysseus: Jailbreaking Commercial Multimodal LLM-integrated Systems via Dual Steganography
by: Li, Songze, et al.
Published: (2025)

Odysseus’s Eternal Return: Classical Reception in the Post‐ Hermeneutical Framework of the Materialities of Literature
by: Fábio Waki
Published: (2020)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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